A fast algorithm for solving first-order PDEs by L1-minimization
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In this paper, we state a convergence result for an L1-based finite element approximation technique in one dimension. The proof of this result is constructive and provides the basis for an algorithm for computing L1-based almost minimizers with optimal complexity. Several numerical results are presented to illustrate the performance of the method. 2008 International Press.